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. 2026 Jan 7;23(1):81. doi: 10.3390/ijerph23010081
AI Artificial Intelligence
ANVISA Agência Nacional de Vigilância Sanitária
AUC Area Under the Curve
ATC Anatomical Therapeutic Chemical Classification System
BBBC Broad Bioimage Benchmark Collection
CPU Central Processing Unit
CVD Cardiovascular Disease
DST Deep Stacked Transformation
DPIA Data Transfer Impact Assessments
DSC Dice Similarity Coefficient
EMR Electronic Medical Record
FedNCA Equitable Federated Learning with Neighborhood Component Analysis
FeTS Federated Tumor Segmentation
FL Federated Learning
GPU Graphics Processing Unit
HE Homomorphic Encryption
HIC High-Income Country
ICD International Classification of Diseases
LLM Large Language Model
LOINC Logical Observation Identifiers Names and Codes
MACE Major Adverse Cardiovascular Event
MCTI Ministry of Science, Technology and Innovation (Brazil)
ML Machine Learning
PNS Pesquisa Nacional de Saúde (National Health Survey, Brazil)
PRE-CARE ML Predictive Care through Machine Learning (ERA PerMed Consortium)
RF Random Forest
SaMD Software as a Medical Device
SEIDIGI Secretaria de Informação e Saúde Digital
SHAP SHapley Additive exPlanations
SMPC Secure Multi-Party Computation
SUS Sistema Único de Saúde (Brazilian Unified Health System)
TL Transfer Learning
XGBoost Extreme Gradient Boosting